More than 100 Internet companies and two of five commissioners of the Federal Communications Commission are taking issue with Chairman Tom Wheeler's plan to regulate broadband providers.

Mr. Wheeler's proposed Internet rules would allow broadband companies to charge content providers for access to the fastest lanes. The proposal has angered proponents of network neutrality—the concept that all Internet traffic should be treated...